{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "61c098d6",
   "metadata": {},
   "source": [
    "1、随机数生成六个班的考试成绩，3门考试：Python、数学、语文。每个班50人"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "d081c79f",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[111, 144, 103],\n",
       "       [ 85,  51,  51],\n",
       "       [ 23, 119,   2],\n",
       "       [  1, 150, 102],\n",
       "       [148,  38, 145],\n",
       "       [ 26, 127,  53],\n",
       "       [ 93,  56,  17],\n",
       "       [144,   2,  60],\n",
       "       [140,  14, 123],\n",
       "       [112,  75,  54],\n",
       "       [133,   7,  76],\n",
       "       [ 43, 105,  64],\n",
       "       [ 20,  43,  99],\n",
       "       [149, 110, 142],\n",
       "       [103, 146, 136],\n",
       "       [  2,   7,  68],\n",
       "       [120,  70, 108],\n",
       "       [ 67,  75, 114],\n",
       "       [108,  17,  66],\n",
       "       [115,  24,  53],\n",
       "       [ 86,  18,  48],\n",
       "       [102,  92,  72],\n",
       "       [ 20,   3, 122],\n",
       "       [ 10, 126,  29],\n",
       "       [ 44,  11,  59],\n",
       "       [126,  84,  91],\n",
       "       [ 89,  26,   0],\n",
       "       [ 22,   6,  98],\n",
       "       [118, 125,  56],\n",
       "       [131,  43,  52],\n",
       "       [127,  49, 104],\n",
       "       [ 91, 143,  64],\n",
       "       [ 43,  20, 112],\n",
       "       [103,   9,  96],\n",
       "       [ 30,  37,  27],\n",
       "       [107,  31,  64],\n",
       "       [106,  86,  79],\n",
       "       [ 44,  95, 129],\n",
       "       [150,  61,  90],\n",
       "       [138,  73,  24],\n",
       "       [ 16,  20, 148],\n",
       "       [ 88,  62,  57],\n",
       "       [122,  31, 110],\n",
       "       [  5,  63, 130],\n",
       "       [ 93,  71,  73],\n",
       "       [ 53, 132, 125],\n",
       "       [115,  60,   4],\n",
       "       [ 61,  44,  71],\n",
       "       [ 76, 102, 115],\n",
       "       [ 46, 117, 140]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "array([[ 70, 123,  71],\n",
       "       [117,  10,  96],\n",
       "       [ 91, 131,  47],\n",
       "       [ 22,  77,   2],\n",
       "       [ 90, 100,  24],\n",
       "       [130, 112,  61],\n",
       "       [ 46,  48,  19],\n",
       "       [ 76,  45,  43],\n",
       "       [ 87,  60, 130],\n",
       "       [  2, 102,  58],\n",
       "       [126, 148,  90],\n",
       "       [ 89, 106,  99],\n",
       "       [ 47, 132, 113],\n",
       "       [149, 148, 119],\n",
       "       [ 83,  13, 105],\n",
       "       [141,  73,  51],\n",
       "       [ 52, 123, 119],\n",
       "       [117,  71,  25],\n",
       "       [ 23, 101,   1],\n",
       "       [121, 147,  72],\n",
       "       [122, 133, 114],\n",
       "       [ 24,   7, 119],\n",
       "       [ 77,   3,  82],\n",
       "       [ 74,  12,  15],\n",
       "       [103,  12,  60],\n",
       "       [ 62,  28,  95],\n",
       "       [  5,   9, 135],\n",
       "       [ 41,  58,  71],\n",
       "       [107, 126, 114],\n",
       "       [147, 123,  86],\n",
       "       [ 27, 139,  19],\n",
       "       [ 14,  10, 128],\n",
       "       [ 10,  23,  18],\n",
       "       [ 88,   9,  99],\n",
       "       [ 37,  43,  66],\n",
       "       [ 19, 122,  22],\n",
       "       [123,  18, 112],\n",
       "       [ 85,  37,   2],\n",
       "       [138,  10,  66],\n",
       "       [ 51,  53,  96],\n",
       "       [ 94,  89, 136],\n",
       "       [ 62, 140, 143],\n",
       "       [  7, 140,  94],\n",
       "       [ 56,  51,  52],\n",
       "       [ 92,  49,  67],\n",
       "       [ 86, 102,   3],\n",
       "       [ 34,  79,   7],\n",
       "       [  8, 144,  67],\n",
       "       [ 17, 141,  71],\n",
       "       [ 80, 129,  29]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "array([[ 49, 120,  26],\n",
       "       [ 51,  77,  10],\n",
       "       [ 52,   4,   4],\n",
       "       [117,  92,  73],\n",
       "       [ 64,   4,  67],\n",
       "       [148,  33,  37],\n",
       "       [ 99,  15,  48],\n",
       "       [ 51,  24, 110],\n",
       "       [  0,  31,  78],\n",
       "       [149,  64,  22],\n",
       "       [105, 149,  23],\n",
       "       [146, 110,   1],\n",
       "       [ 30, 120,  84],\n",
       "       [ 64,  46,  17],\n",
       "       [ 68,  31, 134],\n",
       "       [133,  26,  26],\n",
       "       [ 68,  29,  53],\n",
       "       [147, 109, 110],\n",
       "       [117,  15,  97],\n",
       "       [ 44, 129,  59],\n",
       "       [131,   2,  20],\n",
       "       [ 28,   9, 115],\n",
       "       [ 18,  96,  21],\n",
       "       [110,  63, 129],\n",
       "       [ 61,  43,  90],\n",
       "       [131,  66, 111],\n",
       "       [ 23, 139,   8],\n",
       "       [147,  61,  24],\n",
       "       [ 63,  27,  97],\n",
       "       [ 42,  88,  55],\n",
       "       [115, 150,  70],\n",
       "       [  5, 123, 121],\n",
       "       [ 41,  69, 126],\n",
       "       [105,  50,  40],\n",
       "       [ 13,  94,  41],\n",
       "       [104, 133, 127],\n",
       "       [ 93, 102,  92],\n",
       "       [102, 105,  72],\n",
       "       [ 64, 142,  40],\n",
       "       [  2,  24, 115],\n",
       "       [100,  87, 119],\n",
       "       [100,  51,  43],\n",
       "       [138,  26,  74],\n",
       "       [ 23, 116, 105],\n",
       "       [ 21, 119, 114],\n",
       "       [ 24, 142,  68],\n",
       "       [ 94,  16,  56],\n",
       "       [ 92, 129,   4],\n",
       "       [ 95, 149,  36],\n",
       "       [106,  90,  24]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "array([[100,  39,  13],\n",
       "       [ 89,  77,  69],\n",
       "       [122,  52, 139],\n",
       "       [ 35,  21,  25],\n",
       "       [ 97,  44,  68],\n",
       "       [ 99,  46,  71],\n",
       "       [101,  37,  54],\n",
       "       [148, 120,  37],\n",
       "       [  9,  32,  77],\n",
       "       [129,  20,  54],\n",
       "       [ 72,  44,  39],\n",
       "       [113, 131,  91],\n",
       "       [133,   8, 122],\n",
       "       [ 87, 134,  16],\n",
       "       [102,  65,  91],\n",
       "       [ 19,  94,  99],\n",
       "       [ 10, 111, 131],\n",
       "       [107,  56,  74],\n",
       "       [ 61, 128,  16],\n",
       "       [ 67,  97,  77],\n",
       "       [ 94,  82,   0],\n",
       "       [126,  50,  98],\n",
       "       [139,  85,  19],\n",
       "       [141,  75,  92],\n",
       "       [126, 109,  52],\n",
       "       [ 74,  29,  99],\n",
       "       [ 47, 147,  49],\n",
       "       [ 40,  11, 124],\n",
       "       [114,  93, 132],\n",
       "       [ 56,  66, 109],\n",
       "       [ 90,  52,  67],\n",
       "       [ 99, 127,  78],\n",
       "       [ 73, 117, 116],\n",
       "       [ 82,  63, 138],\n",
       "       [125,  58,  74],\n",
       "       [ 90, 101,  47],\n",
       "       [ 87, 148, 150],\n",
       "       [ 43,  35,  65],\n",
       "       [ 38,   5, 101],\n",
       "       [106,  63,  55],\n",
       "       [ 87,   0,  55],\n",
       "       [ 41,  30,  83],\n",
       "       [ 61,  80,  22],\n",
       "       [136,  18, 118],\n",
       "       [ 96,  27, 122],\n",
       "       [131, 148, 141],\n",
       "       [ 45,  61, 107],\n",
       "       [ 83,  80, 118],\n",
       "       [ 41,  36,  51],\n",
       "       [126,  14,  68]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "array([[ 38,  70, 148],\n",
       "       [ 18,  91,  52],\n",
       "       [104,  78, 121],\n",
       "       [123,   9, 124],\n",
       "       [ 66,  71, 106],\n",
       "       [100, 148,  54],\n",
       "       [ 13,  28,  21],\n",
       "       [ 25, 132,  13],\n",
       "       [ 48,   2, 130],\n",
       "       [ 98, 139,  78],\n",
       "       [ 23, 137,  53],\n",
       "       [138,  63,  85],\n",
       "       [136,  81,  70],\n",
       "       [ 26, 103,  74],\n",
       "       [ 17, 114,  22],\n",
       "       [ 34,  24,  12],\n",
       "       [113,  35,  31],\n",
       "       [ 15,  91, 104],\n",
       "       [ 61,  50,  55],\n",
       "       [112,  54,  12],\n",
       "       [136, 112,  26],\n",
       "       [147,  32,  77],\n",
       "       [ 19, 144, 102],\n",
       "       [ 13,  21,   2],\n",
       "       [ 37, 104,  27],\n",
       "       [114,  39,  91],\n",
       "       [119,  51,  84],\n",
       "       [150,  42,  22],\n",
       "       [ 91,  95,  25],\n",
       "       [ 46,   7,   5],\n",
       "       [129, 101, 150],\n",
       "       [121,  26,  60],\n",
       "       [133, 112,  86],\n",
       "       [ 60,  60, 102],\n",
       "       [135,   4,  16],\n",
       "       [ 83, 109,   9],\n",
       "       [ 98, 149, 143],\n",
       "       [118,  71,  82],\n",
       "       [  7,  41,  65],\n",
       "       [ 45,  49,  92],\n",
       "       [ 64,  61, 144],\n",
       "       [ 14,  67,  55],\n",
       "       [ 31,  23, 127],\n",
       "       [ 18, 113,  81],\n",
       "       [  9,  28,  69],\n",
       "       [ 19,  97,  76],\n",
       "       [150,  83, 120],\n",
       "       [129,   8,  32],\n",
       "       [  1,  77,  60],\n",
       "       [ 58,  90,  28]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "array([[ 48, 140,  84],\n",
       "       [ 79,  89,  16],\n",
       "       [145,  89, 128],\n",
       "       [ 91, 101,  87],\n",
       "       [ 97,  21, 132],\n",
       "       [ 34,  24, 112],\n",
       "       [ 88,  26, 107],\n",
       "       [ 80,  54,  26],\n",
       "       [113,  77,  77],\n",
       "       [ 99,   0,  17],\n",
       "       [147,  77,  76],\n",
       "       [ 67,   0, 125],\n",
       "       [114,  13, 118],\n",
       "       [ 98, 137,  37],\n",
       "       [ 44,  80, 148],\n",
       "       [  1,  52, 109],\n",
       "       [  3,  46,  71],\n",
       "       [ 71,  19, 129],\n",
       "       [ 24,  16,   4],\n",
       "       [ 91, 103,  26],\n",
       "       [ 68,  23,  68],\n",
       "       [ 55,  18,   0],\n",
       "       [ 45,  32, 144],\n",
       "       [109, 117,  25],\n",
       "       [ 99, 132,  24],\n",
       "       [104, 112, 110],\n",
       "       [107, 103, 141],\n",
       "       [ 41,  40,  64],\n",
       "       [ 78,  47, 130],\n",
       "       [122,  45,   9],\n",
       "       [ 48, 117, 141],\n",
       "       [103, 138,  91],\n",
       "       [ 73, 107, 127],\n",
       "       [ 99,  76,   3],\n",
       "       [ 99,  21, 116],\n",
       "       [ 49, 132, 141],\n",
       "       [ 57,  61, 119],\n",
       "       [  5,  26,   1],\n",
       "       [135,  98,  59],\n",
       "       [ 93,  73,  46],\n",
       "       [146, 142,  85],\n",
       "       [ 56,  93,  13],\n",
       "       [ 86,  51, 148],\n",
       "       [ 51, 107, 103],\n",
       "       [ 99,  28, 145],\n",
       "       [100,  86, 106],\n",
       "       [ 51,  29, 100],\n",
       "       [108,  11, 150],\n",
       "       [146, 115,  98],\n",
       "       [141,  55,  60]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "\n",
    "a = np.random.randint(0,151,size = (50,3))\n",
    "b = np.random.randint(0,151,size = (50,3))\n",
    "c = np.random.randint(0,151,size = (50,3))\n",
    "d = np.random.randint(0,151,size = (50,3))\n",
    "e = np.random.randint(0,151,size = (50,3))\n",
    "f = np.random.randint(0,151,size = (50,3))\n",
    "display(a,b,c,d,e,f)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3c984cd9",
   "metadata": {},
   "source": [
    "2、将六个班的考试成绩进行合并得到score"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "c9a7778e",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[111, 144, 103],\n",
       "       [ 85,  51,  51],\n",
       "       [ 23, 119,   2],\n",
       "       [  1, 150, 102],\n",
       "       [148,  38, 145],\n",
       "       [ 26, 127,  53],\n",
       "       [ 93,  56,  17],\n",
       "       [144,   2,  60],\n",
       "       [140,  14, 123],\n",
       "       [112,  75,  54],\n",
       "       [133,   7,  76],\n",
       "       [ 43, 105,  64],\n",
       "       [ 20,  43,  99],\n",
       "       [149, 110, 142],\n",
       "       [103, 146, 136],\n",
       "       [  2,   7,  68],\n",
       "       [120,  70, 108],\n",
       "       [ 67,  75, 114],\n",
       "       [108,  17,  66],\n",
       "       [115,  24,  53],\n",
       "       [ 86,  18,  48],\n",
       "       [102,  92,  72],\n",
       "       [ 20,   3, 122],\n",
       "       [ 10, 126,  29],\n",
       "       [ 44,  11,  59],\n",
       "       [126,  84,  91],\n",
       "       [ 89,  26,   0],\n",
       "       [ 22,   6,  98],\n",
       "       [118, 125,  56],\n",
       "       [131,  43,  52],\n",
       "       [127,  49, 104],\n",
       "       [ 91, 143,  64],\n",
       "       [ 43,  20, 112],\n",
       "       [103,   9,  96],\n",
       "       [ 30,  37,  27],\n",
       "       [107,  31,  64],\n",
       "       [106,  86,  79],\n",
       "       [ 44,  95, 129],\n",
       "       [150,  61,  90],\n",
       "       [138,  73,  24],\n",
       "       [ 16,  20, 148],\n",
       "       [ 88,  62,  57],\n",
       "       [122,  31, 110],\n",
       "       [  5,  63, 130],\n",
       "       [ 93,  71,  73],\n",
       "       [ 53, 132, 125],\n",
       "       [115,  60,   4],\n",
       "       [ 61,  44,  71],\n",
       "       [ 76, 102, 115],\n",
       "       [ 46, 117, 140],\n",
       "       [ 70, 123,  71],\n",
       "       [117,  10,  96],\n",
       "       [ 91, 131,  47],\n",
       "       [ 22,  77,   2],\n",
       "       [ 90, 100,  24],\n",
       "       [130, 112,  61],\n",
       "       [ 46,  48,  19],\n",
       "       [ 76,  45,  43],\n",
       "       [ 87,  60, 130],\n",
       "       [  2, 102,  58],\n",
       "       [126, 148,  90],\n",
       "       [ 89, 106,  99],\n",
       "       [ 47, 132, 113],\n",
       "       [149, 148, 119],\n",
       "       [ 83,  13, 105],\n",
       "       [141,  73,  51],\n",
       "       [ 52, 123, 119],\n",
       "       [117,  71,  25],\n",
       "       [ 23, 101,   1],\n",
       "       [121, 147,  72],\n",
       "       [122, 133, 114],\n",
       "       [ 24,   7, 119],\n",
       "       [ 77,   3,  82],\n",
       "       [ 74,  12,  15],\n",
       "       [103,  12,  60],\n",
       "       [ 62,  28,  95],\n",
       "       [  5,   9, 135],\n",
       "       [ 41,  58,  71],\n",
       "       [107, 126, 114],\n",
       "       [147, 123,  86],\n",
       "       [ 27, 139,  19],\n",
       "       [ 14,  10, 128],\n",
       "       [ 10,  23,  18],\n",
       "       [ 88,   9,  99],\n",
       "       [ 37,  43,  66],\n",
       "       [ 19, 122,  22],\n",
       "       [123,  18, 112],\n",
       "       [ 85,  37,   2],\n",
       "       [138,  10,  66],\n",
       "       [ 51,  53,  96],\n",
       "       [ 94,  89, 136],\n",
       "       [ 62, 140, 143],\n",
       "       [  7, 140,  94],\n",
       "       [ 56,  51,  52],\n",
       "       [ 92,  49,  67],\n",
       "       [ 86, 102,   3],\n",
       "       [ 34,  79,   7],\n",
       "       [  8, 144,  67],\n",
       "       [ 17, 141,  71],\n",
       "       [ 80, 129,  29],\n",
       "       [ 49, 120,  26],\n",
       "       [ 51,  77,  10],\n",
       "       [ 52,   4,   4],\n",
       "       [117,  92,  73],\n",
       "       [ 64,   4,  67],\n",
       "       [148,  33,  37],\n",
       "       [ 99,  15,  48],\n",
       "       [ 51,  24, 110],\n",
       "       [  0,  31,  78],\n",
       "       [149,  64,  22],\n",
       "       [105, 149,  23],\n",
       "       [146, 110,   1],\n",
       "       [ 30, 120,  84],\n",
       "       [ 64,  46,  17],\n",
       "       [ 68,  31, 134],\n",
       "       [133,  26,  26],\n",
       "       [ 68,  29,  53],\n",
       "       [147, 109, 110],\n",
       "       [117,  15,  97],\n",
       "       [ 44, 129,  59],\n",
       "       [131,   2,  20],\n",
       "       [ 28,   9, 115],\n",
       "       [ 18,  96,  21],\n",
       "       [110,  63, 129],\n",
       "       [ 61,  43,  90],\n",
       "       [131,  66, 111],\n",
       "       [ 23, 139,   8],\n",
       "       [147,  61,  24],\n",
       "       [ 63,  27,  97],\n",
       "       [ 42,  88,  55],\n",
       "       [115, 150,  70],\n",
       "       [  5, 123, 121],\n",
       "       [ 41,  69, 126],\n",
       "       [105,  50,  40],\n",
       "       [ 13,  94,  41],\n",
       "       [104, 133, 127],\n",
       "       [ 93, 102,  92],\n",
       "       [102, 105,  72],\n",
       "       [ 64, 142,  40],\n",
       "       [  2,  24, 115],\n",
       "       [100,  87, 119],\n",
       "       [100,  51,  43],\n",
       "       [138,  26,  74],\n",
       "       [ 23, 116, 105],\n",
       "       [ 21, 119, 114],\n",
       "       [ 24, 142,  68],\n",
       "       [ 94,  16,  56],\n",
       "       [ 92, 129,   4],\n",
       "       [ 95, 149,  36],\n",
       "       [106,  90,  24],\n",
       "       [100,  39,  13],\n",
       "       [ 89,  77,  69],\n",
       "       [122,  52, 139],\n",
       "       [ 35,  21,  25],\n",
       "       [ 97,  44,  68],\n",
       "       [ 99,  46,  71],\n",
       "       [101,  37,  54],\n",
       "       [148, 120,  37],\n",
       "       [  9,  32,  77],\n",
       "       [129,  20,  54],\n",
       "       [ 72,  44,  39],\n",
       "       [113, 131,  91],\n",
       "       [133,   8, 122],\n",
       "       [ 87, 134,  16],\n",
       "       [102,  65,  91],\n",
       "       [ 19,  94,  99],\n",
       "       [ 10, 111, 131],\n",
       "       [107,  56,  74],\n",
       "       [ 61, 128,  16],\n",
       "       [ 67,  97,  77],\n",
       "       [ 94,  82,   0],\n",
       "       [126,  50,  98],\n",
       "       [139,  85,  19],\n",
       "       [141,  75,  92],\n",
       "       [126, 109,  52],\n",
       "       [ 74,  29,  99],\n",
       "       [ 47, 147,  49],\n",
       "       [ 40,  11, 124],\n",
       "       [114,  93, 132],\n",
       "       [ 56,  66, 109],\n",
       "       [ 90,  52,  67],\n",
       "       [ 99, 127,  78],\n",
       "       [ 73, 117, 116],\n",
       "       [ 82,  63, 138],\n",
       "       [125,  58,  74],\n",
       "       [ 90, 101,  47],\n",
       "       [ 87, 148, 150],\n",
       "       [ 43,  35,  65],\n",
       "       [ 38,   5, 101],\n",
       "       [106,  63,  55],\n",
       "       [ 87,   0,  55],\n",
       "       [ 41,  30,  83],\n",
       "       [ 61,  80,  22],\n",
       "       [136,  18, 118],\n",
       "       [ 96,  27, 122],\n",
       "       [131, 148, 141],\n",
       "       [ 45,  61, 107],\n",
       "       [ 83,  80, 118],\n",
       "       [ 41,  36,  51],\n",
       "       [126,  14,  68],\n",
       "       [ 38,  70, 148],\n",
       "       [ 18,  91,  52],\n",
       "       [104,  78, 121],\n",
       "       [123,   9, 124],\n",
       "       [ 66,  71, 106],\n",
       "       [100, 148,  54],\n",
       "       [ 13,  28,  21],\n",
       "       [ 25, 132,  13],\n",
       "       [ 48,   2, 130],\n",
       "       [ 98, 139,  78],\n",
       "       [ 23, 137,  53],\n",
       "       [138,  63,  85],\n",
       "       [136,  81,  70],\n",
       "       [ 26, 103,  74],\n",
       "       [ 17, 114,  22],\n",
       "       [ 34,  24,  12],\n",
       "       [113,  35,  31],\n",
       "       [ 15,  91, 104],\n",
       "       [ 61,  50,  55],\n",
       "       [112,  54,  12],\n",
       "       [136, 112,  26],\n",
       "       [147,  32,  77],\n",
       "       [ 19, 144, 102],\n",
       "       [ 13,  21,   2],\n",
       "       [ 37, 104,  27],\n",
       "       [114,  39,  91],\n",
       "       [119,  51,  84],\n",
       "       [150,  42,  22],\n",
       "       [ 91,  95,  25],\n",
       "       [ 46,   7,   5],\n",
       "       [129, 101, 150],\n",
       "       [121,  26,  60],\n",
       "       [133, 112,  86],\n",
       "       [ 60,  60, 102],\n",
       "       [135,   4,  16],\n",
       "       [ 83, 109,   9],\n",
       "       [ 98, 149, 143],\n",
       "       [118,  71,  82],\n",
       "       [  7,  41,  65],\n",
       "       [ 45,  49,  92],\n",
       "       [ 64,  61, 144],\n",
       "       [ 14,  67,  55],\n",
       "       [ 31,  23, 127],\n",
       "       [ 18, 113,  81],\n",
       "       [  9,  28,  69],\n",
       "       [ 19,  97,  76],\n",
       "       [150,  83, 120],\n",
       "       [129,   8,  32],\n",
       "       [  1,  77,  60],\n",
       "       [ 58,  90,  28],\n",
       "       [ 48, 140,  84],\n",
       "       [ 79,  89,  16],\n",
       "       [145,  89, 128],\n",
       "       [ 91, 101,  87],\n",
       "       [ 97,  21, 132],\n",
       "       [ 34,  24, 112],\n",
       "       [ 88,  26, 107],\n",
       "       [ 80,  54,  26],\n",
       "       [113,  77,  77],\n",
       "       [ 99,   0,  17],\n",
       "       [147,  77,  76],\n",
       "       [ 67,   0, 125],\n",
       "       [114,  13, 118],\n",
       "       [ 98, 137,  37],\n",
       "       [ 44,  80, 148],\n",
       "       [  1,  52, 109],\n",
       "       [  3,  46,  71],\n",
       "       [ 71,  19, 129],\n",
       "       [ 24,  16,   4],\n",
       "       [ 91, 103,  26],\n",
       "       [ 68,  23,  68],\n",
       "       [ 55,  18,   0],\n",
       "       [ 45,  32, 144],\n",
       "       [109, 117,  25],\n",
       "       [ 99, 132,  24],\n",
       "       [104, 112, 110],\n",
       "       [107, 103, 141],\n",
       "       [ 41,  40,  64],\n",
       "       [ 78,  47, 130],\n",
       "       [122,  45,   9],\n",
       "       [ 48, 117, 141],\n",
       "       [103, 138,  91],\n",
       "       [ 73, 107, 127],\n",
       "       [ 99,  76,   3],\n",
       "       [ 99,  21, 116],\n",
       "       [ 49, 132, 141],\n",
       "       [ 57,  61, 119],\n",
       "       [  5,  26,   1],\n",
       "       [135,  98,  59],\n",
       "       [ 93,  73,  46],\n",
       "       [146, 142,  85],\n",
       "       [ 56,  93,  13],\n",
       "       [ 86,  51, 148],\n",
       "       [ 51, 107, 103],\n",
       "       [ 99,  28, 145],\n",
       "       [100,  86, 106],\n",
       "       [ 51,  29, 100],\n",
       "       [108,  11, 150],\n",
       "       [146, 115,  98],\n",
       "       [141,  55,  60]])"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "score = np.vstack((a,b,c,d,e,f))\n",
    "display(score)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "058e9402",
   "metadata": {},
   "source": [
    "3、生成性别数组sex，水平叠加数组sex和score得到data"
   ]
  },
  {
   "cell_type": "raw",
   "id": "65d3b6e4",
   "metadata": {},
   "source": [
    "sex = np.random.randint(0,2,size = (300,1))\n",
    "\n",
    "data = np.hstack((sex,score))\n",
    "display(data)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "80613551",
   "metadata": {},
   "source": [
    "4、分别计算男女生各科成绩统计指标：最小值、最大值、平均分、中位数、标准差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "8a425a80",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  1,  85,  51,  51],\n",
       "       [  1,  23, 119,   2],\n",
       "       [  1, 148,  38, 145],\n",
       "       [  1,  26, 127,  53],\n",
       "       [  1,  93,  56,  17],\n",
       "       [  1, 144,   2,  60],\n",
       "       [  1, 140,  14, 123],\n",
       "       [  1, 149, 110, 142],\n",
       "       [  1, 120,  70, 108],\n",
       "       [  1, 115,  24,  53],\n",
       "       [  1,  86,  18,  48],\n",
       "       [  1,  22,   6,  98],\n",
       "       [  1,  43,  20, 112],\n",
       "       [  1,  30,  37,  27],\n",
       "       [  1, 107,  31,  64],\n",
       "       [  1, 106,  86,  79],\n",
       "       [  1, 122,  31, 110],\n",
       "       [  1,   5,  63, 130],\n",
       "       [  1,  61,  44,  71],\n",
       "       [  1,  46, 117, 140],\n",
       "       [  1,  70, 123,  71],\n",
       "       [  1,  91, 131,  47],\n",
       "       [  1, 130, 112,  61],\n",
       "       [  1,  87,  60, 130],\n",
       "       [  1, 126, 148,  90],\n",
       "       [  1,  89, 106,  99],\n",
       "       [  1,  47, 132, 113],\n",
       "       [  1, 149, 148, 119],\n",
       "       [  1,  83,  13, 105],\n",
       "       [  1,  52, 123, 119],\n",
       "       [  1, 117,  71,  25],\n",
       "       [  1,  23, 101,   1],\n",
       "       [  1,   5,   9, 135],\n",
       "       [  1,  41,  58,  71],\n",
       "       [  1, 147, 123,  86],\n",
       "       [  1,  27, 139,  19],\n",
       "       [  1,  19, 122,  22],\n",
       "       [  1, 123,  18, 112],\n",
       "       [  1,  85,  37,   2],\n",
       "       [  1, 138,  10,  66],\n",
       "       [  1,  94,  89, 136],\n",
       "       [  1,  56,  51,  52],\n",
       "       [  1,   8, 144,  67],\n",
       "       [  1,  17, 141,  71],\n",
       "       [  1,  49, 120,  26],\n",
       "       [  1,  64,   4,  67],\n",
       "       [  1,   0,  31,  78],\n",
       "       [  1, 149,  64,  22],\n",
       "       [  1, 105, 149,  23],\n",
       "       [  1,  30, 120,  84],\n",
       "       [  1,  64,  46,  17],\n",
       "       [  1,  68,  31, 134],\n",
       "       [  1,  68,  29,  53],\n",
       "       [  1, 147, 109, 110],\n",
       "       [  1, 117,  15,  97],\n",
       "       [  1,  44, 129,  59],\n",
       "       [  1, 131,   2,  20],\n",
       "       [  1,  28,   9, 115],\n",
       "       [  1,  18,  96,  21],\n",
       "       [  1, 110,  63, 129],\n",
       "       [  1,  42,  88,  55],\n",
       "       [  1,  13,  94,  41],\n",
       "       [  1, 104, 133, 127],\n",
       "       [  1, 102, 105,  72],\n",
       "       [  1,  64, 142,  40],\n",
       "       [  1,   2,  24, 115],\n",
       "       [  1, 100,  87, 119],\n",
       "       [  1, 138,  26,  74],\n",
       "       [  1,  21, 119, 114],\n",
       "       [  1,  95, 149,  36],\n",
       "       [  1, 106,  90,  24],\n",
       "       [  1,  97,  44,  68],\n",
       "       [  1,  99,  46,  71],\n",
       "       [  1, 101,  37,  54],\n",
       "       [  1, 148, 120,  37],\n",
       "       [  1,   9,  32,  77],\n",
       "       [  1, 129,  20,  54],\n",
       "       [  1, 113, 131,  91],\n",
       "       [  1,  87, 134,  16],\n",
       "       [  1,  19,  94,  99],\n",
       "       [  1,  10, 111, 131],\n",
       "       [  1, 107,  56,  74],\n",
       "       [  1,  61, 128,  16],\n",
       "       [  1,  94,  82,   0],\n",
       "       [  1, 126,  50,  98],\n",
       "       [  1,  74,  29,  99],\n",
       "       [  1,  99, 127,  78],\n",
       "       [  1,  73, 117, 116],\n",
       "       [  1,  87, 148, 150],\n",
       "       [  1,  87,   0,  55],\n",
       "       [  1,  41,  30,  83],\n",
       "       [  1, 136,  18, 118],\n",
       "       [  1,  96,  27, 122],\n",
       "       [  1, 131, 148, 141],\n",
       "       [  1,  45,  61, 107],\n",
       "       [  1,  83,  80, 118],\n",
       "       [  1,  41,  36,  51],\n",
       "       [  1, 126,  14,  68],\n",
       "       [  1,  18,  91,  52],\n",
       "       [  1, 104,  78, 121],\n",
       "       [  1,  25, 132,  13],\n",
       "       [  1,  98, 139,  78],\n",
       "       [  1,  23, 137,  53],\n",
       "       [  1, 138,  63,  85],\n",
       "       [  1, 136,  81,  70],\n",
       "       [  1,  34,  24,  12],\n",
       "       [  1, 113,  35,  31],\n",
       "       [  1,  15,  91, 104],\n",
       "       [  1, 112,  54,  12],\n",
       "       [  1, 136, 112,  26],\n",
       "       [  1,  19, 144, 102],\n",
       "       [  1,  37, 104,  27],\n",
       "       [  1,  46,   7,   5],\n",
       "       [  1, 129, 101, 150],\n",
       "       [  1, 121,  26,  60],\n",
       "       [  1, 133, 112,  86],\n",
       "       [  1,  60,  60, 102],\n",
       "       [  1, 135,   4,  16],\n",
       "       [  1,  83, 109,   9],\n",
       "       [  1, 118,  71,  82],\n",
       "       [  1,  64,  61, 144],\n",
       "       [  1,   9,  28,  69],\n",
       "       [  1,  19,  97,  76],\n",
       "       [  1, 150,  83, 120],\n",
       "       [  1,  48, 140,  84],\n",
       "       [  1,  79,  89,  16],\n",
       "       [  1,  34,  24, 112],\n",
       "       [  1,  80,  54,  26],\n",
       "       [  1,  99,   0,  17],\n",
       "       [  1, 114,  13, 118],\n",
       "       [  1,  98, 137,  37],\n",
       "       [  1,  55,  18,   0],\n",
       "       [  1,  45,  32, 144],\n",
       "       [  1,  99, 132,  24],\n",
       "       [  1, 107, 103, 141],\n",
       "       [  1,  78,  47, 130],\n",
       "       [  1,  99,  76,   3],\n",
       "       [  1,  99,  21, 116],\n",
       "       [  1,   5,  26,   1],\n",
       "       [  1,  93,  73,  46],\n",
       "       [  1,  56,  93,  13],\n",
       "       [  1,  51, 107, 103],\n",
       "       [  1,  99,  28, 145],\n",
       "       [  1, 108,  11, 150],\n",
       "       [  1, 146, 115,  98],\n",
       "       [  1, 141,  55,  60]])"
      ]
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sex1 = data[:,0]\n",
    "sex1\n",
    "cond = sex1 >=1\n",
    "boy = data[cond]\n",
    "boy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "8871ad03",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[  0, 111, 144, 103],\n",
       "       [  0,   1, 150, 102],\n",
       "       [  0, 112,  75,  54],\n",
       "       [  0, 133,   7,  76],\n",
       "       [  0,  43, 105,  64],\n",
       "       [  0,  20,  43,  99],\n",
       "       [  0, 103, 146, 136],\n",
       "       [  0,   2,   7,  68],\n",
       "       [  0,  67,  75, 114],\n",
       "       [  0, 108,  17,  66],\n",
       "       [  0, 102,  92,  72],\n",
       "       [  0,  20,   3, 122],\n",
       "       [  0,  10, 126,  29],\n",
       "       [  0,  44,  11,  59],\n",
       "       [  0, 126,  84,  91],\n",
       "       [  0,  89,  26,   0],\n",
       "       [  0, 118, 125,  56],\n",
       "       [  0, 131,  43,  52],\n",
       "       [  0, 127,  49, 104],\n",
       "       [  0,  91, 143,  64],\n",
       "       [  0, 103,   9,  96],\n",
       "       [  0,  44,  95, 129],\n",
       "       [  0, 150,  61,  90],\n",
       "       [  0, 138,  73,  24],\n",
       "       [  0,  16,  20, 148],\n",
       "       [  0,  88,  62,  57],\n",
       "       [  0,  93,  71,  73],\n",
       "       [  0,  53, 132, 125],\n",
       "       [  0, 115,  60,   4],\n",
       "       [  0,  76, 102, 115],\n",
       "       [  0, 117,  10,  96],\n",
       "       [  0,  22,  77,   2],\n",
       "       [  0,  90, 100,  24],\n",
       "       [  0,  46,  48,  19],\n",
       "       [  0,  76,  45,  43],\n",
       "       [  0,   2, 102,  58],\n",
       "       [  0, 141,  73,  51],\n",
       "       [  0, 121, 147,  72],\n",
       "       [  0, 122, 133, 114],\n",
       "       [  0,  24,   7, 119],\n",
       "       [  0,  77,   3,  82],\n",
       "       [  0,  74,  12,  15],\n",
       "       [  0, 103,  12,  60],\n",
       "       [  0,  62,  28,  95],\n",
       "       [  0, 107, 126, 114],\n",
       "       [  0,  14,  10, 128],\n",
       "       [  0,  10,  23,  18],\n",
       "       [  0,  88,   9,  99],\n",
       "       [  0,  37,  43,  66],\n",
       "       [  0,  51,  53,  96],\n",
       "       [  0,  62, 140, 143],\n",
       "       [  0,   7, 140,  94],\n",
       "       [  0,  92,  49,  67],\n",
       "       [  0,  86, 102,   3],\n",
       "       [  0,  34,  79,   7],\n",
       "       [  0,  80, 129,  29],\n",
       "       [  0,  51,  77,  10],\n",
       "       [  0,  52,   4,   4],\n",
       "       [  0, 117,  92,  73],\n",
       "       [  0, 148,  33,  37],\n",
       "       [  0,  99,  15,  48],\n",
       "       [  0,  51,  24, 110],\n",
       "       [  0, 146, 110,   1],\n",
       "       [  0, 133,  26,  26],\n",
       "       [  0,  61,  43,  90],\n",
       "       [  0, 131,  66, 111],\n",
       "       [  0,  23, 139,   8],\n",
       "       [  0, 147,  61,  24],\n",
       "       [  0,  63,  27,  97],\n",
       "       [  0, 115, 150,  70],\n",
       "       [  0,   5, 123, 121],\n",
       "       [  0,  41,  69, 126],\n",
       "       [  0, 105,  50,  40],\n",
       "       [  0,  93, 102,  92],\n",
       "       [  0, 100,  51,  43],\n",
       "       [  0,  23, 116, 105],\n",
       "       [  0,  24, 142,  68],\n",
       "       [  0,  94,  16,  56],\n",
       "       [  0,  92, 129,   4],\n",
       "       [  0, 100,  39,  13],\n",
       "       [  0,  89,  77,  69],\n",
       "       [  0, 122,  52, 139],\n",
       "       [  0,  35,  21,  25],\n",
       "       [  0,  72,  44,  39],\n",
       "       [  0, 133,   8, 122],\n",
       "       [  0, 102,  65,  91],\n",
       "       [  0,  67,  97,  77],\n",
       "       [  0, 139,  85,  19],\n",
       "       [  0, 141,  75,  92],\n",
       "       [  0, 126, 109,  52],\n",
       "       [  0,  47, 147,  49],\n",
       "       [  0,  40,  11, 124],\n",
       "       [  0, 114,  93, 132],\n",
       "       [  0,  56,  66, 109],\n",
       "       [  0,  90,  52,  67],\n",
       "       [  0,  82,  63, 138],\n",
       "       [  0, 125,  58,  74],\n",
       "       [  0,  90, 101,  47],\n",
       "       [  0,  43,  35,  65],\n",
       "       [  0,  38,   5, 101],\n",
       "       [  0, 106,  63,  55],\n",
       "       [  0,  61,  80,  22],\n",
       "       [  0,  38,  70, 148],\n",
       "       [  0, 123,   9, 124],\n",
       "       [  0,  66,  71, 106],\n",
       "       [  0, 100, 148,  54],\n",
       "       [  0,  13,  28,  21],\n",
       "       [  0,  48,   2, 130],\n",
       "       [  0,  26, 103,  74],\n",
       "       [  0,  17, 114,  22],\n",
       "       [  0,  61,  50,  55],\n",
       "       [  0, 147,  32,  77],\n",
       "       [  0,  13,  21,   2],\n",
       "       [  0, 114,  39,  91],\n",
       "       [  0, 119,  51,  84],\n",
       "       [  0, 150,  42,  22],\n",
       "       [  0,  91,  95,  25],\n",
       "       [  0,  98, 149, 143],\n",
       "       [  0,   7,  41,  65],\n",
       "       [  0,  45,  49,  92],\n",
       "       [  0,  14,  67,  55],\n",
       "       [  0,  31,  23, 127],\n",
       "       [  0,  18, 113,  81],\n",
       "       [  0, 129,   8,  32],\n",
       "       [  0,   1,  77,  60],\n",
       "       [  0,  58,  90,  28],\n",
       "       [  0, 145,  89, 128],\n",
       "       [  0,  91, 101,  87],\n",
       "       [  0,  97,  21, 132],\n",
       "       [  0,  88,  26, 107],\n",
       "       [  0, 113,  77,  77],\n",
       "       [  0, 147,  77,  76],\n",
       "       [  0,  67,   0, 125],\n",
       "       [  0,  44,  80, 148],\n",
       "       [  0,   1,  52, 109],\n",
       "       [  0,   3,  46,  71],\n",
       "       [  0,  71,  19, 129],\n",
       "       [  0,  24,  16,   4],\n",
       "       [  0,  91, 103,  26],\n",
       "       [  0,  68,  23,  68],\n",
       "       [  0, 109, 117,  25],\n",
       "       [  0, 104, 112, 110],\n",
       "       [  0,  41,  40,  64],\n",
       "       [  0, 122,  45,   9],\n",
       "       [  0,  48, 117, 141],\n",
       "       [  0, 103, 138,  91],\n",
       "       [  0,  73, 107, 127],\n",
       "       [  0,  49, 132, 141],\n",
       "       [  0,  57,  61, 119],\n",
       "       [  0, 135,  98,  59],\n",
       "       [  0, 146, 142,  85],\n",
       "       [  0,  86,  51, 148],\n",
       "       [  0, 100,  86, 106],\n",
       "       [  0,  51,  29, 100]])"
      ]
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cond2 = sex1 < 1\n",
    "girl = data[cond2]\n",
    "girl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "id": "ebace996",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([1, 0, 0, 0])"
      ]
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boy.min(axis = 0)  # 最小值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "64bda59e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([0, 1, 0, 0])"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "girl.min(axis = 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "db476a8e",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  1, 150, 149, 150])"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boy.max(axis = 0)  # 最大值"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "id": "3e8ed776",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([  0, 150, 150, 148])"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "girl.max(axis = 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "a9f66a04",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 1.        , 80.14383562, 73.32191781, 74.00684932])"
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boy.mean(axis = 0)  # 平均数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "id": "1bedcb2a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.        , 77.35064935, 67.94805195, 74.81168831])"
      ]
     },
     "execution_count": 53,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "girl.mean(axis = 0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "d82ad43e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "87.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "71.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "71.5"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "boym = np.median([boy[:,[0]]])\n",
    "boym1 = np.median([boy[:,[1]]])\n",
    "boym2 = np.median([boy[:,[2]]])\n",
    "boym3 = np.median([boy[:,[3]]])\n",
    "display(boym,boym1,boym2,boym3)  # 中位数"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "id": "f53e818e",
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "86.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "64.0"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "73.5"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "girlm = np.median([girl[:,[0]]])\n",
    "girlm1 = np.median([girl[:,[1]]])\n",
    "girlm2 = np.median([girl[:,[2]]])\n",
    "girlm3 = np.median([girl[:,[3]]])\n",
    "display(girlm,girlm1,girlm2,girlm3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "id": "124e641a",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.        , 43.31913901, 45.84860957, 43.14002314])"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "boy.std(axis = 0)  # 标准差"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "id": "557297d1",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([ 0.        , 42.41102718, 43.41999542, 41.34724185])"
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "girl.std(axis = 0)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.5"
  },
  "toc": {
   "base_numbering": 1,
   "nav_menu": {},
   "number_sections": true,
   "sideBar": true,
   "skip_h1_title": false,
   "title_cell": "Table of Contents",
   "title_sidebar": "Contents",
   "toc_cell": false,
   "toc_position": {},
   "toc_section_display": true,
   "toc_window_display": false
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
